Put your best expert beside every learner and operator.
Kairos turns your standards, doctrine, and experts’ knowledge into AI instruction that observes performance, intervenes when it matters, and evaluates what happened, from simulation to live operations.
Results from our consumer deployment in motorsport, now proving itself in aviation training.
Backed by a16z, Z Venture Capital, Build Ventures, and Calm Ventures. A Creative Destruction Lab AI company.
THE PROBLEM
Expert judgment doesn’t scale.
Your most experienced people know what good performance looks like. They recognize problems as they develop, understand why they’re happening, and know what to do next. But they can’t be beside every learner, for every repetition, or every operator when their judgment matters most.
01 / EXPERTISE
Your most valuable knowledge is hard to transfer.
Critical judgment lives across experienced instructors, operators, standards teams, manuals, doctrine, and years of accumulated practice. Much of it is difficult to document, difficult to teach, and vulnerable when experienced people move on.
02 / TRAINING
Too much practice happens without expert instruction.
Learners spend hours practicing without an expert observing every repetition. Errors are repeated, instructor time becomes the constraint, and expensive training environments sit idle when instructors aren't available.
03 / OPERATIONS
Expertise disappears when training ends.
After qualification, people are expected to apply complex standards in the real world. When something goes wrong, expert support often arrives through escalation or review, after the moment to change the outcome has passed.
THE PLATFORM
One platform, from training into operations.
Your team builds the expert. Kairos provides the tools to define the standards, scenarios, and judgment behind it, then deploy that expertise to observe, instruct, evaluate, and debrief across training and live operations.
LAYER 1
Build the Expert
Capture the knowledge that defines performance.
Rapid multimodal training
SME knowledge encoding and elicitation
Docs and doctrine ingestion
Domain models tuned or used as-is
Fast additions and edits
LAYER 2
Deploy the Expert
Put that expertise wherever performance happens.
Real-time proactive guidance
Pre-task briefings
Post-task debriefs
Detailed root cause analysis
Adaptive learning levels
Skill evaluation with assistance off
Operator assistance on the job
LAYER 3
Trust the Expert
Keep every decision grounded and traceable.
Traceability and guardrails
Cites its sources
Persistent student memory
On-premise, cloud, or hybrid
APIs and integration
Instruct the moment, grade it honestly, and debrief it fast.
Kairos works inside the simulations, training systems, and operational environments you already use. It adds expert judgment where it can improve performance without replacing the systems underneath it.
01 GUIDE
Intervene while there’s still time to improve the outcome.
Kairos observes performance as it unfolds, identifies what matters most, and delivers the right instruction at the right moment. When nothing needs to be said, it stays silent.
02 / GRADE
Measure what someone can do without assistance.
Turn the guidance off and Kairos scores the same performance against your doctrine. No coaching, no hints, just the result.
03 / DEBRIEF
Go directly to the moments that changed performance.
Kairos identifies the important moments, explains what happened and why, and connects the correction back to the standards and doctrine behind it.
WHERE Kairos Works
Built for high-consequence work.
Kairos is designed for environments where performance unfolds in real time, expert judgment is scarce, and the difference between knowing what to do and doing it correctly matters. Where machines and systems generate observable performance data, Kairos can help put expert judgment beside the person using them.
Every practice hour becomes an instructed hour, so learners progress with fewer repeated errors.
Lower cost per trainee
One-to-many supervision instead of one-to-one, and simulators no longer gated by instructor availability.
Expert knowledge retention
The judgment of your best people becomes an institutional asset that keeps teaching after they move on.
Fewer errors in operation
The same expert model rides along as an operator assistant, flagging risk at the moment a correction still prevents the incident.
Readiness that doesn't decay
Instruction and assistance continue on the job, so skills stay current between evaluations instead of quietly eroding.
Trust that survives review
Every instruction is explained, grounded in your doctrine, and reconstructable end to end, in the simulator and in service.
START A CONVERSATION
See what your experts could scale.
Show us a training or operational task where expert judgment matters. In 20 minutes, we can show you how Kairos works and explore what it could look like in your environment.
